Saxion University of Applied Science

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Cervical Cancer Screening

Classification

Cervical Cancer Screening Image Dataset

Try Pre-Trained Model
Versions
2023-09-26 2:24pm
v2
Sep 26, 2023
2023-09-26 11:56am
v1
Sep 26, 2023
v1

2023-09-26 11:56am

Generated on Sep 26, 2023
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18292 Total Images

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Dataset Split

Train Set 87%
16005Images
Valid Set 8%
1524Images
Test Set 4%
763Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels